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Vercel DeepSec is an open-source, agent-powered vulnerability scanner from Vercel Labs that identifies hard-to-detect security issues in large codebases. It runs entirely on your own infrastructure — no source code is shared with cloud services.
Open-source, provider-agnostic AI coding agent built by the SST team (creators of the SST framework). Runs as a TUI, desktop app, or IDE extension. MIT licensed, written in TypeScript, built with Bun.
The ability to build complex AI agent capabilities by combining smaller, reusable AI Agent Skills. Instead of writing monolithic prompts, composable skills are modular: each does one thing well, and agents orchestrate them together.
Windows Sandbox (WSB) is a disposable, hypervisor-isolated desktop environment built into Windows 10/11 Pro, Enterprise, and Education editions. It launches in seconds, runs a full Windows desktop in a separate kernel, and wipes everything on close. It is Microsoft's answer to "I want to test this r
Gas City is an SDK and successor to Gas Town by Steve Yegge, announced April 24, 2026. Where Gas Town shipped a single, opinionated multi-agent platform, Gas City deconstructs the architecture into composable building blocks called "packs" so developers can assemble teams of collaborating AI agents
Experimental AI assistant launched in April 2026 on top of Sci-Hub. It answers research questions using full-text articles from the Sci-Hub corpus instead of summaries or abstracts; the corpus serves as a retrieval ground that constrains generation to actual passages from real papers.
A W3C proposal enabling web developers to access browser-provided or OS-provided language models directly via a JavaScript API. Supports prompt-completion workflows with stateful sessions, streaming, structured outputs, and multimodal inputs — all running on-device with no cloud dependency.
Just published a new piece — Heavy AI Agents Are an Anti-Pattern: Why Fewer Agents With More Skills Wins.
#pillar-creator-systems
Heavy specialized AI agents are an anti-pattern. Fewer agents with deep skill libraries beat them on every axis that matters: cognitive load, flexibility, context budget, determinism, and maintenance
Tolaria is a free, open-source desktop app for managing markdown knowledge bases, created by Luca Rossi (author of the Refactoring newsletter). Positioned as "a second brain for the AI era", it stores everything as plain Markdown files with YAML) frontmatter on disk, ships a block-based editor with
Qwen3.6-27B is a dense, natively multimodal 27B-parameter open-weight LLM) from the Qwen family (Alibaba Cloud), released on 2026-04-22. It targets the "flagship-quality model that fits on a single high-end consumer GPU" slot in the lineup, sitting alongside the smaller MoE Qwen3.6-35B-A3B and the A
OpenAI Privacy Filter is an open-weight, Apache 2.0-licensed token-classification model published by OpenAI on HuggingFace for detecting and masking personally identifiable information (PII) in text. It is designed for high-throughput data sanitization workflows: feeding LLMs, redacting datasets, on
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